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# Priyen Parekh

**Headline:** Teaching Assistant
**Profession:** Teaching Assistant
**Location:** &lt;UNKNOWN&gt;, &lt;UNKNOWN&gt;, &lt;UNKNOWN&gt;

## About

Priyen Parekh is a computer science professional focused on agentic AI, large language models, and practical software development. Priyen currently supports Agentic AI instruction as a Teaching Assistant at Southern Methodist University and provides front-desk technical support through SMU’s Office of Information Technology. Priyen’s strongest capabilities include building and optimizing LLM-based systems, developing Python and Django applications, translating operational needs into digital workflows, and independently working through complex projects with mentor support. A notable AI achievement was building and publishing L3CV, a language model for law school that reduced hallucination rates from 26% to 4% through persistent iteration. Priyen also contributed to Smart Hire Hub, an AI-driven recruitment platform, through SAP’s six-month Code Unnati Innovation Marathon. Alongside academic studies, Priyen led technology operations for Shreeji Polymers in Ahmedabad, digitizing inventory, order-tracking, and production-reporting workflows. Priyen is completing a Master of Computer Science at SMU, with graduation listed as December 2024, following a Bachelor of Engineering in Computer Science Engineering \(AI/ML\) from New LJ Institute of Engineering and Technology.

## Highlights

- Built and published L3CV, a language model for law school, reducing its hallucination rate from 26% to 4%.
- Supports Agentic AI students at Southern Methodist University with coding assignments, LLM-based projects, core concepts, evaluation, troubleshooting, and practical implementations.
- Provides technical support at SMU’s Office of Information Technology for laptops, phones, peripherals, Canvas, email, VPN, single sign-on, and other university platforms.
- Triages and documents SMU IT requests, escalating complex cases to senior staff and contributing resolutions to an internal knowledge base.
- Managed faculty-office device refresh cycles at SMU, including hardware collection, replacement delivery and installation, device imaging, software installation, access verification, secure wiping, and recycling.
- Supported operations, patron services, and collection access at SMU’s Hamon Arts Library.
- Led technology operations for Shreeji Polymers, a family-owned polymer manufacturing business in Ahmedabad, while pursuing academic studies.
- Digitized Shreeji Polymers’ inventory, order-tracking, and production-reporting workflows that had relied on paper and spreadsheets.
- Built and maintains internal dashboards for Shreeji Polymers’ day-to-day operations reporting.
- Conducted software and hardware vendor evaluations and supported delivery and customer-facing logistics at Shreeji Polymers.
- Selected for SAP’s Code Unnati Innovation Marathon, a six-month applied-AI industry-academia program backed by SAP and the Government of Gujarat.
- Contributed to Smart Hire Hub, also known as dAilygrInd, an AI-driven recruitment platform using NLP resume parsing, semantic candidate-to-job ranking, and recruiter-facing dashboards.
- Built feature-extraction and matching components for Smart Hire Hub’s resume-to-job-description pipeline.
- Worked with Smart Hire Hub’s IoT and data-visualization workstreams to integrate signals into the recruiter view.
- Focused on model evaluation and interpretability in Smart Hire Hub’s candidate-ranking pipeline and presented final deliverables to SAP mentors.
- Contributed to NoticeHub at CreArt Solutions Pvt Ltd using Django, Python, and HTML, including backend infrastructure, database management, user authentication, custom functionality, and responsive web pages.
- Developed individual Django projects at InfoLabz, including an Amazon-like shopping website and a real-time news application.
- Completing a Master of Computer Science in Computer Science at Southern Methodist University, with graduation listed as December 2024.
- Earned a Bachelor of Engineering in Computer Science Engineering \(AI/ML\) from New LJ Institute of Engineering and Technology.

## Experience

- **Teaching Assistant at Southern Methodist University** (2026-09-01–present) — As a Teaching Assistant for Agentic AI, I’ll support students with coding assignments, LLM-based projects, and core agentic AI concepts. I’ll also help evaluate work, troubleshoot technical issues, and guide students through practical AI implementations.
- **Information Technology Specialist at Office of Information Technology, SMU** (2025-08-01–present) — \- Front-desk technical support for SMU students, faculty, and staff — diagnose and resolve issues across laptops, phones, and peripherals. - Walk users through SMU systems including Canvas, email, VPN, single sign-on, and other university web platforms. - Triage incoming requests, escalate complex cases to senior IT staff, and document resolutions for internal knowledge base.
- **Student Assistant - Hamon Arts Library at Southern Methodist University** (2025-06-01–2026-09-01) — \- Support library operations, patron services, and collection access at SMU's arts library.
- **Student Assistant — Hardware & Device Lifecycle at Office of Information Technology, SMU** (2025-02-01–2025-08-01) — \- Manage device refresh cycles for SMU faculty offices — collect end-of-life laptops and desktops, deliver and install replacement hardware. - Image new devices with the SMU-standard operating system build, install required software, and verify network and account access before handoff. - Process retired hardware for secure data wipe and recycling in line with university IT policy.
- **AI/ML Intern — Code Unnati Program at SAP** (2024-01-01–2024-06-01) — Selected for the SAP Code Unnati Innovation Marathon, a 6-month industry-academia program backed by SAP and the Government of Gujarat focused on applied AI for real-world problems. - Contributed to Smart Hire Hub \(also known as dAilygrInd\), an AI-driven recruitment platform combining NLP-based resume parsing, semantic candidate-to-job ranking, and recruiter-facing dashboards. - Built feature-extraction and matching components for the resume-to-JD pipeline worked alongside the IoT and data-visualization workstreams to integrate signals into the recruiter view. - Focused on model evaluation and interpretability in the candidate-ranking pipeline. - Presented progress and final deliverables to SAP mentors at program close. - Also, worked on a project with the Domain of IOT, AI/ML, and Data Visualizations.
- **Python Developer at CreArt Solutions Pvt Ltd** (2023-07-01–2023-08-01) — During my internship at Creart Solutions, I had the privilege to contribute to NoticeHub, a cutting-edge website revolutionizing organizational communication. Leveraging Django, Python, and HTML, I played a key role in its development. Key Contributions: Django Development: Collaborated on backend infrastructure, focusing on scalable solutions for database management and user authentication. Python Programming: Developed custom functionalities to enhance NoticeHub's performance and functionality. HTML Design: Ensured a seamless user experience by translating designs into responsive web pages.
- **Django Developer at InfoLabz** (2023-07-01–2023-08-01) — Internship at Infolabz Solutions was very special to me as it help me to understand a deep concept of Django. In this internship, I worked on many individual projects such as Shopping website like amazon, real time news application and many more. It was a best interactive sessions with brilliant faculties which help us in understanding deep concept very smoothly. Overcoming technical hurdles honed my problem-solving skills and deepened my understanding of Python Django development.Collaboration with seasoned professionals provided insights into industry best practices and fostered a spirit of continuous learning and growth. Overall, My internship at Infolabz Pvt Ltd was not just a professional milestone but a profound personal journey of discovery and growth. It instilled in me a passion for leveraging technology to create meaningful solutions that positively impact lives. As I embark on the next chapter of my career, I carry with me the invaluable lessons and experiences gained during
- **Technology & Operations Lead at Shreeji Polymers** (2023-06-01–2025-06-01) — Lead all technology operations for a family-owned polymer manufacturing business in Ahmedabad alongside academic studies. - Digitized inventory, order tracking, and production reporting workflows that previously ran on paper and spreadsheets. - Built and maintain internal dashboards used by the operations team for day-to-day reporting. - Handle vendor evaluations for software and hardware purchases. - Support part-time on-the-ground operations including delivery and customer-facing logistics.

## Education

- Master of Computer Science, Computer Science — Southern Methodist University (2025-01-01–2026-01-01)
- Bachelor of Engineering - BE, Computer Science Engineering \(AI/ML\) — New LJ Institute of Engineering and Technology (2020-01-01–2024-01-01)

## FAQ

### What does Priyen do as a Teaching Assistant at Southern Methodist University?

Priyen supports students in an Agentic AI course at Southern Methodist University. Priyen helps with coding assignments, LLM-based projects, core agentic AI concepts, evaluation of student work, technical troubleshooting, and practical AI implementations.

### What does Priyen do at SMU’s Office of Information Technology?

Priyen provides front-desk technical support for SMU students, faculty, and staff. The work includes diagnosing issues with laptops, phones, and peripherals guiding users through Canvas, email, VPN, single sign-on, and other university web platforms triaging requests escalating complex cases and documenting resolutions for the internal knowledge base.

### What is Priyen’s L3CV legal AI project?

Priyen built and published L3CV, a language model for law school. Through iterative work on the model, Priyen reduced its hallucination rate from 26% to 4%.

### What is Priyen’s experience with large language models?

Priyen has hands-on experience building and optimizing large language models, including work on L3CV and LLM-based student projects in the Agentic AI teaching role.

### What did Priyen do in SAP’s Code Unnati Program?

Priyen was selected for SAP’s Code Unnati Innovation Marathon, a six-month industry-academia program backed by SAP and the Government of Gujarat that focused on applied AI for real-world problems.

### What was Priyen’s role on Smart Hire Hub?

Priyen contributed to Smart Hire Hub, also known as dAilygrInd, an AI-driven recruitment platform. Priyen built feature-extraction and matching components for its resume-to-job-description pipeline, worked with IoT and data-visualization workstreams to integrate signals into the recruiter view, focused on model evaluation and interpretability for candidate ranking, and presented progress and final deliverables to SAP mentors.

### What did Priyen accomplish at Shreeji Polymers?

At Shreeji Polymers, a family-owned polymer manufacturing business in Ahmedabad, Priyen led technology operations alongside academic studies. Priyen digitized paper- and spreadsheet-based inventory, order-tracking, and production-reporting workflows built and maintains operations dashboards evaluated software and hardware vendors and supported delivery and customer-facing logistics part time.

### What did Priyen do at Hamon Arts Library?

Priyen supported library operations, patron services, and collection access at SMU’s Hamon Arts Library.

### What did Priyen do in SMU’s Hardware & Device Lifecycle role?

As a Student Assistant in Hardware & Device Lifecycle at SMU’s Office of Information Technology, Priyen managed device refresh cycles for faculty offices. Priyen collected end-of-life laptops and desktops, delivered and installed replacements, imaged devices with the SMU-standard operating system build, installed required software, verified network and account access, and processed retired hardware for secure data wiping and recycling under university IT policy.

### What did Priyen do at CreArt Solutions Pvt Ltd?

At CreArt Solutions Pvt Ltd, Priyen contributed to NoticeHub, a website for organizational communication. Priyen worked with Django, Python, and HTML on scalable backend infrastructure for database management and user authentication, custom functionality, and responsive web pages.

### What did Priyen do at InfoLabz?

During an internship at InfoLabz Solutions, Priyen developed Django skills through individual projects, including an Amazon-like shopping website and a real-time news application. The internship also strengthened Priyen’s Python Django problem-solving skills and exposure to industry practices through collaboration with experienced professionals.

### What is Priyen’s educational background?

Priyen is completing a Master of Computer Science in Computer Science at Southern Methodist University, with graduation listed as December 2024. Priyen earned a Bachelor of Engineering in Computer Science Engineering \(AI/ML\) from New LJ Institute of Engineering and Technology.

### How does Priyen approach complex technical projects?

Priyen can work independently on complex projects while valuing mentor support. This approach is reflected in the L3CV project, the SAP program’s mentor presentations, and hands-on work across AI, software, and operational technology projects.

## Links

- LinkedIn: https://www.linkedin.com/in/priyen-parekh-smu

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